Boukhers Zeyd. Machine Learning and Data Mining. Lecture 1. Preprocessing

The lecture, Institute for Web Science and Technologies, University of Koblenz-Landau, Germany, 2019, 50 p.- Defining task
- Designing features
- Preprocessing
-- Outlier removal
-- Feature scaling
-- Feature correlation measurement
-- Missing data
- Class imbalance problem